Patents by Inventor Hao H. Zhang

Hao H. Zhang has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 10828510
    Abstract: A method and apparatus for irradiation therapy using voxel based function measurements of organs-at-risk (OAR). The method includes determining size and location of each voxel of a plurality of voxels in a reference frame of a radiation device. The method further includes obtaining measurements that relate to utility of tissue type at each voxel. The method further includes determining a subset of the voxels that enclose an organ-at-risk (OAR) volume. The method further includes determining a value of a utility measure fj at each voxel of the subset based on a corresponding value of the measurements. The method further includes determining a series of beam shapes and intensities which minimize a value of an objective function that is based on a computed dose delivered to an OAR voxel multiplied by the utility measure fj for that voxel summed over all voxels.
    Type: Grant
    Filed: March 8, 2018
    Date of Patent: November 10, 2020
    Assignee: University of Maryland, Baltimore
    Inventors: Hao H. Zhang, Warren D. D'Souza, Nilesh N. Mistry, Hamid R. Ghaffari
  • Patent number: 10828511
    Abstract: A method and apparatus is presented for optimizing a treatment plan for irradiation therapy. The method includes determining voxels in a reference frame of a radiation source that rotates at an angular rate of change and emits a beam at a plurality of angles. The beam has a beam intensity and a cross sectional shape based on an aperture of a collimator at each angle. The method includes determining an initial aperture value at each angle and minimizing a single objective function subject to a constraint on an aperture rate of change to determine an aperture and beam intensity at each angle. The method also includes delivering a beam of radiation with controlled intensity at each angle based on the beam intensity and aperture and turning the beam of radiation off at an intervening angle not included in the plurality of angles.
    Type: Grant
    Filed: August 3, 2017
    Date of Patent: November 10, 2020
    Assignee: UNIVERSITY OF MARYLAND, BALTIMORE
    Inventors: Hao H. Zhang, Gokhan Kirlik, Warren D. D'Souza, Byong Young Yi
  • Publication number: 20200164225
    Abstract: A method and apparatus is presented for optimizing a treatment plan for irradiation therapy. The method includes determining voxels in a reference frame of a radiation source that rotates at an angular rate of change and emits a beam at a plurality of angles. The beam has a beam intensity and a cross sectional shape based on an aperture of a collimator at each angle. The method includes determining an initial aperture value at each angle and minimizing a single objective function subject to a constraint on an aperture rate of change to determine an aperture and beam intensity at each angle. The method also includes delivering a beam of radiation with controlled intensity at each angle based on the beam intensity and aperture and turning the beam of radiation off at an intervening angle not included in the plurality of angles.
    Type: Application
    Filed: August 3, 2017
    Publication date: May 28, 2020
    Inventors: Hao H. ZHANG, Gokhan KIRLIK, Warren D. D'SOUZA, Byong Young YI
  • Patent number: 10556124
    Abstract: A method and apparatus is presented for optimizing a treatment plan for irradiation therapy. The method includes defining a single objective function based on a plurality of objective functions that are each associated with a plurality of tissue types within a subject, upper and lower bounds for each objective function and a plurality of apertures. The method also includes determining a radiation dose delivered to voxels of each tissue type based on minimizing the single objective function based on the plurality of apertures with initial values at each angle. The method also includes delivering a beam of radiation with controlled intensity and beam cross-sectional shape at each angle based on the plurality of apertures.
    Type: Grant
    Filed: February 28, 2017
    Date of Patent: February 11, 2020
    Assignee: University of Maryland, Baltimore
    Inventors: Hao H. Zhang, Gokhan Kirlik, Warren D. D'Souza
  • Publication number: 20180193666
    Abstract: A method and apparatus for irradiation therapy using voxel based function measurements of organs-at-risk (OAR). The method includes determining size and location of each voxel of a plurality of voxels in a reference frame of a radiation device. The method further includes obtaining measurements that relate to utility of tissue type at each voxel. The method further includes determining a subset of the voxels that enclose an organ-at-risk (OAR) volume. The method further includes determining a value of a utility measure fj at each voxel of the subset based on a corresponding value of the measurements. The method further includes determining a series of beam shapes and intensities which minimize a value of an objective function that is based on a computed dose delivered to an OAR voxel multiplied by the utility measure fj for that voxel summed over all voxels.
    Type: Application
    Filed: March 8, 2018
    Publication date: July 12, 2018
    Applicant: The University of Maryland, Baltimore
    Inventors: Hao H. Zhang, Warren D. D'Souza, Nilesh N. Mistry, Hamid R. Ghaffari
  • Patent number: 9943703
    Abstract: A method and apparatus for irradiation therapy using voxel based function measurements of organs-at-risk (OAR). The method includes determining size and location of each voxel of a plurality of voxels in a reference frame of a radiation device. The method further includes obtaining measurements that relate to utility of tissue type at each voxel. The method further includes determining a subset of the voxels that enclose an organ-at-risk (OAR) volume. The method further includes determining a value of a utility measure ƒj at each voxel of the subset based on a corresponding value of the measurements. The method further includes determining a series of beam shapes and intensities which minimize a value of an objective function that is based on a computed dose delivered to an OAR voxel multiplied by the utility measure ƒj for that voxel summed over all voxels.
    Type: Grant
    Filed: July 28, 2015
    Date of Patent: April 17, 2018
    Assignee: THE UNIVERSITY OF MARYLAND, BALTIMORE
    Inventors: Hao H. Zhang, Warren D. D'Souza, Nilesh N. Mistry, Hamid R. Ghaffari
  • Publication number: 20170246477
    Abstract: A method and apparatus is presented for optimizing a treatment plan for irradiation therapy. The method includes defining a single objective function based on a plurality of objective functions that are each associated with a plurality of tissue types within a subject, upper and lower bounds for each objective function and a plurality of apertures. The method also includes determining a radiation dose delivered to voxels of each tissue type based on minimizing the single objective function based on the plurality of apertures with initial values at each angle. The method also includes delivering a beam of radiation with controlled intensity and beam cross-sectional shape at each angle based on the plurality of apertures.
    Type: Application
    Filed: February 28, 2017
    Publication date: August 31, 2017
    Applicant: University of Maryland, Baltimore
    Inventors: Hao H. Zhang, Gokhan Kirlik, Warren D. D'Souza
  • Publication number: 20160023018
    Abstract: A method and apparatus for irradiation therapy using voxel based function measurements of organs-at-risk (OAR). The method includes determining size and location of each voxel of a plurality of voxels in a reference frame of a radiation device. The method further includes obtaining measurements that relate to utility of tissue type at each voxel. The method further includes determining a subset of the voxels that enclose an organ-at-risk (OAR) volume. The method further includes determining a value of a utility measure fj at each voxel of the subset based on a corresponding value of the measurements. The method further includes determining a series of beam shapes and intensities which minimize a value of an objective function that is based on a computed dose delivered to an OAR voxel multiplied by the utility measure fj for that voxel summed over all voxels.
    Type: Application
    Filed: July 28, 2015
    Publication date: January 28, 2016
    Applicant: THE UNIVERSITY OF MARYLAND, BALTIMORE
    Inventors: Hao H. Zhang, Warren D. D'Souza, Nilesh N. Mistry, Hamid R. Ghaffari